LightSeg: Local Spatial Perception Convolution for Real-Time Semantic Segmentation

LightSeg: Local Spatial Perception Convolution for Real-Time Semantic Segmentation

Semantic segmentation is increasingly being applied on mobile devices due to advancements in mobile chipsets, particularly in low-power consumption scenarios. However, the lightweight design of mobile devices poses limitations on the receptive field, which is crucial for dense prediction problems. E...

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Bibliographic Details
Main Authors: Xiaochun Lei, Jiaming Liang, Zhaoting Gong, Zetao Jiang
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
semantic segmentation
low-power devices
real-time inference
efficient deep learning
Online Access:https://www.mdpi.com/2076-3417/13/14/8130

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